This document discusses indicators that can be used to develop new curriculum. It identifies future workforce trends, technology trends, and futurist predictions as important indicators. It also lists anticipated new programs, applied/basic research, economic development efforts, new courses/programs, program revisions, expressed needs for associate degrees/certificates, local needs, and advanced technology/special topics certificates as other relevant indicators. Developing new curriculum requires analyzing these indicators as well as factors like industry surveys, economic cluster analyses, and curriculum history.
US TEAMS Economic Development, S&T R&D, Workforce and Education Strategy for ...
Emerging Technologies and New Curriculum Indicators
1. Indicators of New Curriculum
Future
Workforce
Trends
Technology
Trends
Futurist
Predictions
Anticipated
New Programs
Applied/Basic
Research
Economic
Development
Efforts
New
Programs/Courses
Program
Revisions
Expressed
Need Associate
Degrees
Local
Needs
Advanced
Technology
Certificates
Special
Topics
Certificates
4. • How many of you are involved in career and
technical education?
• How is career and technical education
changing?
• What are the challenges you face today?
5. • Where are the new jobs?
• Can you characterize industry’s needs?
• How do you partner and relate to your local
workforce board (org)?
• How do you partner with economic
development organizations in your local
area?
8. The number of jobs
requiring technical
training is growing at five
times the rate of other
occupations.
Innovate America, U.S. Council on Competitiveness
Workforce Context
9. Texas Cluster Initiative - Workforce
“60% of the jobs in the Texas
biotechnology cluster require only
an associates degree or certificate.”
The reality is many of the Texas
Cluster’s high-tech jobs are split
between requirements for
community and technical college
degrees and 4-year degrees.
Skilled technical jobs are attainable
and critically needed by industry.
Dr. Mae Jemison,
Chair, Biotechnology
Cluster
15. Wind Turbines
• Instrumentation
• Hydraulic Systems
• Electronics Systems
• Mechanical Systems
• Airfoils & Composites
• Data Communications
Wind Turbine Technician
16. Samuel Palmisano (CEO, IBM): Business Week: 10.11.2004
100 million jobs are going to
be created in a lot of these
cross-disciplinary fields
Council on Competitiveness:
National Innovation Initiative
Workforce Context
30. Drivers
• Kurzwiel
• Coopers
• Metcalfe
• Innovation (US Council)
• Changing nature of innovation
• US position as innovator, as trend setter, as
entrepreneur
31.
32. Ray Kurzweil & The Singularity
Go to www.singularity.com
for more info.
35. Ray Kurzweil
Source: Kurzweil, The Singularity is Near
Did your
regional college
have a web
program in
1995?
Does your
regional
college have a
web curriculum
today?
36. Ray Kurzweil
An analysis of the history of technology
shows that technological change is
exponential, contrary to the common-
sense "intuitive linear" view.
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0 10 5020 100
Time
30 40 60 70 80 90
Linear View
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
0 10 5020 100
Time
30 40 60 70 80 90
Exponential View
37. “So we won't experience 100 years
of progress in the 21st century -- it
will be more like 20,000 years of
progress (at today's rate)… because
we're doubling the rate of progress
every decade, we'll see a century of
progress--at today's rate--in only 25
calendar years.”
Kurzweil, KurzweilAI.net, March 7, 2001
38. “So we won't experience 100 years
of progress in the 21st century -- it
will be more like 20,000 years of
progress (at today's rate)… because
we're doubling the rate of progress
every decade, we'll see a century of
progress--at today's rate--in only 25
calendar years.”
Kurzweil, KurzweilAI.net, March 7, 2001
40. The Texas Industry Cluster
Initiative leaders emphasize that
curricula must be increasingly
responsive and adaptable to
advances in technology.
Texas Cluster Initiative - Education
41. Texas Emerging Technology Workforce Curriculum Forecasting
Detailed
Analysis
Potential Emerging
Technology Topics
Preliminary Emerging
Technology Topics
Enviro
Scanning
Industry
Surveys
CTC
Surveys
Texas
Economic
Clusters
•Criteria for Determining to
Target a Particular Topic
•Is it a high skill/high wage
industry environment?
•Can existing curricula be
leveraged?
•What is the CTC curriculum
history in this area?
•What is the Industry lifecycle
point (growth industry)?
•Does the topic indicate a
potential industry shift?
•“Wildcards”
Outcome: Topic
recommendations for
consideration.
Criteria for Selection for
Detailed Analysis
•Jobs. Positive strategic
employment growth projections.
•Trends. Promisingly
competitive environment for
industry.
•Timing. Timing of workforce
demand justifies development.
•CTC Relevance. Appropriate
level of education.
•Utility. Cross-functional nature
of knowledge, skills, and
abilities.
•Significant structural change
within industry.
Outcome: TechBriefs. Topics
selected for further analysis or
marked for continued tracking.
Criteria for Outputs of Detailed
Studies
•Further strategic employment
projections.
•Drivers and constraints affecting the
industry.
•Size and location of market.
•Connection(s) to existing CTC
awards.
•Ability and ease of replication.
•Physical and capital costs.
•Industry and education partnerships
to be leveraged.
•Anticipated longevity of curriculum.
•Linkages to previous CD products
•National Best Practices
Outcome: Detail Study. Detailed
recommendations and specifications
for funding.
1st
Quarter 2nd
Quarter 4th
Quarter
R
E
S
E
A
R
C
H
R
E
S
E
A
R
C
H
42. The Texas Industry Cluster
Initiative leaders emphasize the
alignment of workforce skill
requirements and through all
levels of P16 education.
Texas Cluster Initiative - Education
43. 1. Advanced Technologies and Manufacturing
a) Nanotechnology and Materials
b) Micro-electromechanical Systems
c) Semiconductor Manufacturing
d) Automotive Manufacturing
2. Aerospace and Defense
3. Biotechnology and Life Sciences(Excluding Medical Services)
4. Information and Computer Technology
a) Communications Equipment
b) Computing Equipment Semiconductors
c) Information Technology
5. Petroleum Refining and Chemical Products
6. Energy
a) Oil and Gas Production
b) Power Generation and Transmission
c) Manufactured Energy Systems
Texas Cluster Initiative
44. 1. Advanced Technologies and Manufacturing
a) Nanotechnology and Materials
b) Micro-electromechanical Systems
c) Semiconductor Manufacturing
d) Automotive Manufacturing
2. Aerospace and Defense
3. Biotechnology and Life Sciences(Excluding Medical Services)
4. Information and Computer Technology
a) Communications Equipment
b) Computing Equipment Semiconductors
c) Information Technology
5. Petroleum Refining and Chemical Products
6. Energy
a) Oil and Gas Production
b) Power Generation and Transmission
c) Manufactured Energy Systems
Texas Cluster Initiative
45. U.S. Hybrid Vehicle Releases
• Honda Accord
• Honda Civic
• Honda Insight
• Toyota Prius
• Ford Escape SUV
• Lexus RX 400h SUV
• Toyota Highlander SUV
• Mercury Mariner SUV
• GM Silverado & Sierra Technologies & Skills
• Combustion Engine
• Transmission
• Electric Motor
• Generator
• Batteries
• High Voltage Circuitry
• Energy Management Sys
Hybrid Vehicles
9 Today
21 In 2 years
Hybrid Tech
46. Home Technology Integration
Source: Internet Home Alliance, Net Gain: Advancing the Market for Home Technology Integrators, 2004
“the convergence or
merging of previously
separate technologies
and systems in the
home, including
integrated home
control,
computer/home
network,
communications,
lighting and energy
management,
entertainment and
security, health and
safety.”
HT Integrator
47. Technologies & Skills
• Computer Security
• Computer Maintenance
• Computer Systems Administratio
• Computer Forensics
• Following Rules of Evidence
• Expert Interpretation
Applications
• Law Enforcement
• Corporate Sector
• Data Recovery
• Consulting/Private Investigations
Digital Forensics
Digital Forensics Specialist
48. Wind Turbines
• Instrumentation
• Hydraulic Systems
• Electronics Systems
• Mechanical Systems
• Airfoils & Composites
• Data Communications
Wind Turbine Technician
49. Fuel Cells
• Math
• Physics
• Chemistry
• Instrumentation
• Electrical Theory & Devices
• Industrial Automatic Control
• Programmable Logic Controllers
Fuel Cell Systems Technician
60. Source: Brazell, IC2
Institute, 2004
Yang Cai, Ingo Snel, Betty Chenga, Suman
Bharathi, Clementine Klein d, Judith Klein-
Seetharaman; Carnegie Mellon University,
University of Frankfurt, Research Institute,
University of Pittsburgh School of Medicine.
www.andrew.cmu.edu/~ycai/biogame.pdf
BIOSIM
1.0
67. GAME TEAMS
Games have captured
millennials imagination
and time.
Leverage the attention
economy of games to
develop next generation
workforce.
We need to pierce the
veil of play and support
game-based
constructivist learning.
Transdisciplinarity is
the common
denominator.
Games NANO BIO INFO NEURO
Game Builder = System Builder
TEAMS Educational Pull
82. Ray Kurzweil & The Singularity
Go to www.singularity.com
for more info.
83. What is driving
these advances?
Innovation & Competitiveness
“Innovation is the key to driving growth
and prosperity. Economists calculate
that approximately 50% of U.S. annual
GDP growth is attributed to increases in
innovation.”
Council on Competitiveness
84. Changing Nature of Innovation
1. Faster
2. Multidisciplinary
3. Collaborative
4. Democratized
5. Global
From: Measuring Regional Innovation, Council on Competitiveness
http://www.compete.org/
85. Technology curriculum is
increasingly multidisciplinary,
comprising knowledge, skills and
abilities from traditionally
desperate academic and
occupational domains.
Changing Nature of Innovation
86. “…the changing nature of innovation and
accelerating global competition means
that the U.S. can no longer rest on its past
success. Our innovation leadership is not
guaranteed and neither is our history of a
rising living standard. To sustain our
growth, we must innovate more, innovate
better, and innovate faster.”
Measuring Regional Innovation
Council on Competitiveness
87. “…the changing nature of innovation and
accelerating global competition means
that the U.S. can no longer rest on its past
success. Our innovation leadership is not
guaranteed and neither is our history of a
rising living standard. To sustain our
growth, we must innovate more, innovate
better, and innovate faster.”
Measuring Regional Innovation
Council on Competitiveness
88. “…the changing nature of innovation and
accelerating global competition means
that the U.S. can no longer rest on its past
success. Our innovation leadership is not
guaranteed and neither is our history of a
rising living standard. To sustain our
growth, we must innovate more, innovate
better, and innovate faster.”
Measuring Regional Innovation
Council on Competitiveness
89. “…the changing nature of innovation and
accelerating global competition means
that the U.S. can no longer rest on its past
success. Our innovation leadership is not
guaranteed and neither is our history of a
rising living standard. To sustain our
growth, we must innovate more, innovate
better, and innovate faster.”
Measuring Regional Innovation
Council on Competitiveness
90. “The future will always surprise
us…
…but it shouldn’t dumbfound us.”
Buckminster Fuller
91. JimBrazell
Consulting Analyst
Digital Media Collaboratory
UT Austin
jim@ventureramp.com
210-381-6476
www.ventureramp.com
Michael A Bettersworth
Associate Vice ChancellorforTechnology Advancement
Texas State Technical College
michael.bettersworth@tstc.edu
512.391.1705
www.system.tstc.edu/forecasting
Notes de l'éditeur
., all integrated through the design process. The key to success in mechatronics is: modeling, analysis, experimentation & hardware-implementation skills.
., all integrated through the design process. The key to success in mechatronics is: modeling, analysis, experimentation & hardware-implementation skills.
As early as 1999, the number of embedded microprocessors found in the average middle-class household in North America was 45 and the number of embedded microprocessors manufactured surpassed the number of microprocessors packaged inside of traditional computers such as PCs by a factor of 100 to 1 (Lewis, 2001, p. 1).
As early as 1999, the number of embedded microprocessors found in the average middle-class household in North America was 45 and the number of embedded microprocessors manufactured surpassed the number of microprocessors packaged inside of traditional computers such as PCs by a factor of 100 to 1 (Lewis, 2001, p. 1).
As early as 1999, the number of embedded microprocessors found in the average middle-class household in North America was 45 and the number of embedded microprocessors manufactured surpassed the number of microprocessors packaged inside of traditional computers such as PCs by a factor of 100 to 1 (Lewis, 2001, p. 1).
As early as 1999, the number of embedded microprocessors found in the average middle-class household in North America was 45 and the number of embedded microprocessors manufactured surpassed the number of microprocessors packaged inside of traditional computers such as PCs by a factor of 100 to 1 (Lewis, 2001, p. 1).
[The Cluster Initiative emphasis is on alignment and all skill levels - not just those requiring 4-year degrees but certification, associate degree through Ph.D. level.]
[The Cluster Initiative emphasis is on alignment and all skill levels - not just those requiring 4-year degrees but certification, associate degree through Ph.D. level.]
., all integrated through the design process. The key to success in mechatronics is: modeling, analysis, experimentation & hardware-implementation skills.
The most important thing to understand about Whyville really, is that it’s a place full of kids. It’s a virtual city that belongs to the kids who come from all over the world to have fun. The kids consider this their own town, and they call themselves Whyvillians.
To become a Whyvillian, you create a Whyville persona. In this screen, and every other screen you’ve already seen, for example, each face is a Whyville citizen. To become a Whyville citizen, you create a persona, the most important aspect of which is your face.
You can see here that the faces are varied and very creative. Here’s an amoeba. Here’s someone driving a car. Here is someone wearing a style known as ‘Goth’. The ungliest citizens you see around are in fact us, the city workers.
., all integrated through the design process. The key to success in mechatronics is: modeling, analysis, experimentation & hardware-implementation skills.